class: title-slide background-image: url("https://raw.githubusercontent.com/garthtarr/sydney_xaringan/master/assets/USydLogo-white.svg"), url("https://raw.githubusercontent.com/garthtarr/sydney_xaringan/master/assets/title-image1.jpg") background-position: 10% 90%, 100% 50% background-size: 160px, 50% 100% background-color: #0148A4 # .text-shadow[.white[STAT5003]] ## .white[Week 6 : Cross validation] ## .white[and bootstrapping] ### .white[Dr. Justin Wishart] ### .white[Semester 2, 2020] --- ## Readings
* Cross validation and bootstrap covered in Chapter 5 in James, Witten, Hastie, and Tibshirani (2013) --- class: segue-yellow background-image: url("https://raw.githubusercontent.com/garthtarr/sydney_xaringan/master/assets/USydLogo.svg") background-size: 20% background-position: 95% 95% # Training error vs test error --- ## Training error vs test error .brand-red[Training error] is the performance metric applied to the observations used to train the model. .brand-red[Test error] is the average error when applying a model to predict the response on new (test) observations that were .brand-red[not] used in the training of the model. * Training error is usually very different in magnitude to the test error. - Training error can __underestimate__ the test error. --- ## Pick the better model <img src="data:image/svg+xml;base64,<?xml version='1.0' encoding='UTF-8' ?>
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" width="80%" /> --- ## Training set vs Test set error <img src="https://github.com/usydstat5003/stat5003-graphics/blob/master/week6/bias-vs-variance.jpg?raw=true" width=60%/> --- ## Estimate the test error * Gold standard: - Use a large designated test set. Often not available * Adjust the training error to estimate the test error - Common to add a penalty term to the model - BIC - Adjusted `\(R^2\)` * Cross validation - Remove or hold out a subset of observations (test set) and use the rest to train the model. - Assess model performance on the test set. --- ## Test Set approach * Here we randomly divide the available set of samples into two - a training set - test set * The model is fit on the training set, and the fitted model is used to predict the responses for the observations in the test set. * The resulting test-set error provides an estimate of the test error. Typically assessed using - MSE in the case of a quantitative response - Misclassification rate in the case of a qualitative (discrete) response. --- ## Example of the training and test split <img src="https://github.com/usydstat5003/stat5003-graphics/blob/master/week6/single-split.jpg?raw=true" width=60%/> * Random split of the data into two halves - The left is the training indices - The right is the test indices --- ## Drawbacks of test set approach * The estimate of the test error can be highly variable, depending on precisely which observations are included in the training set and which observations are included in the test set. * In the test set approach, only a subset of the observations are used to fit the model. - This suggests that the test set error may tend to overestimate the test error for the model fit on the entire data set. --- ## `\(K\)`-fold cross validation * Widely used approach for estimating test error. - Estimates can be used to select best model, and to give an idea of the test error of the final chosen model. * Idea is to randomly divide the data into `\(K\)` equal-sized parts. - We leave out part `\(k\)`, fit the model to the other `\(K-1\)` parts (combined), and then obtain predictions for the left-out `\(k^{\rm th}\)` part. * This is done in term for each part `\(k=1, 2, \ldots, K\)` and then the results are combined. --- ## Example: 5-fold <img src=https://github.com/usydstat5003/stat5003-graphics/blob/master/week6/5-fold.jpg?raw=true width="80%"/> --- ## Cross-validation formula * Let the `\(K\)` parts be `\(C_1, C_2, \ldots, C_K\)`, where `\(C_k\)` denote the indices of the observations in part `\(k\)`. - There are `\(n_k\)` observations in part `\(k\)`: - if `\(n\)` is a multiple of `\(K\)`, then `\(n_k = \frac{n}{K}\)` * Compute `\begin{align*} CV_k = \sum_{k = 1}^K \frac{n_k}{n} MSE_k \end{align*}` - where `\(\displaystyle MSE_k = \sum_{i \in C_k}(y_i - \widehat y_i)^2/n_k\)` - `\(\widehat y_i\)` is the fit for observation `\(i\)` obtained from the data with part `\(k\)` removed. --- ## Cross-validation for classification problems * For classification problems, we can compute the accuracy for each fold by calculating: `\begin{align*} CV_K = \sum_{k = 1}^K \frac{n_k}{n} A_k \end{align*}` where the terms are - `\(n:\)` The total number of observations in the dataset - `\(n_k:\)` The number of observations in the belonging to class `\(k\)` - `\(A_k:\)` The accuracy of the classifier in fold `\(k\)` - e.g. `\({\displaystyle A_k = \frac{1}{n_k}\sum_{i \in C_k}\mathbb{1}_{\left\{ \widehat{y_i} = y_i \right\}}}\)` --- ## Repeated Cross validation <img src="https://github.com/usydstat5003/stat5003-graphics/blob/master/week6/repeated-cv.jpg?raw=true" width=80%/> --- ## Repeated cross validation properties In general, repeated CV provides a less biased CV error estimate * Repeated CV also gives you the variance of the CV error * However, it comes with a computational cost * Implemented in the `caret` package in R --- ## Dart board interpretation of bias & variance .center[ <img src=https://github.com/usydstat5003/stat5003-graphics/blob/master/week6/bias-vs-variance-2.jpg?raw=true width="50%"/> ] * https://medium.com/datadriveninvestor/bias-and-variance-in-machine-learning-51fdd38d1f86 --- ## Example of CV procedure Consider a problem where you have a high dimensional data set, all entirely numeric, and need dimension reduction to proceed. * You decide to reduce the dimensions of the data and use the following CV procedure: 1. Compute correlation matrix, select the top 50 variables that have the highest correlation with the response. 2. Use these 50 variables as features and perform `\(K\)`-fold cross validation --- ## Issue with the previous slide * Variable selection performed once using both the training and the test datasets * Information can leak from the test to the training set * Hence, the CV error estimate is likely to be biased. * Ideally you shouldn't use the test data in any way in the training step. - If absolutely necessary some pre-processing on the features can be done so long as it doesn't involve the response variables. --- ## Corrected CV procedure * Split the dataset into `\(K\)` folds * For each `\(k = 1, 2, \ldots, K\)` - Determine the variables that correlate the best with the response using all the data except the data in fold `\(k\)` - Train your model using the selected variables above. - Run your classification algorithm and record accuracy against the test set. --- ## Other information leakage to check * Other things you should not do once but do it within with CV loop - Feature selection - Hyperparameter optimization - Missing data imputation * Another method is nested cross validation --- ## Nested cross validation <img src="https://github.com/usydstat5003/stat5003-graphics/blob/master/week6/nested.png?raw=true" width=60%/> --- ## Final model building * The reason for doing cross-validation is to evaluate the different models by estimating their performance on unseen data * Example. If you need to choose between kNN, LDA and logistic regression and SVM, then you can run each of these classification algorithms with cross-validation, and pick the one with the highest CV accuracy * But then, you can go back to use all the data to build a final model --- ## Classification accuracy * Overall classification accuracy: * Disadvantages: - Makes no distinction about the type of errors being made. - In spam filtering, the cost of erroneous deleting an important email is likely to be higher than incorrectly allowing a spam email past a filter. - Does not consider the natural frequencies of each class --- ## Confusion Matrix <table class=" lightable-paper" style='font-family: "Arial Narrow", arial, helvetica, sans-serif; width: auto !important; margin-left: auto; margin-right: auto;'> <thead> <tr> <th style="empty-cells: hide;" colspan="1"></th> <th style="padding-bottom:0; padding-left:3px;padding-right:3px;text-align: center; " colspan="2"><div style="border-bottom: 1px solid #00000020; padding-bottom: 5px; ">Actual</div></th> </tr> <tr> <th style="text-align:left;"> </th> <th style="text-align:left;"> True </th> <th style="text-align:left;"> False </th> </tr> </thead> <tbody> <tr grouplength="2"><td colspan="3" style="border-bottom: 1px solid #00000020;"><strong>Predicted</strong></td></tr> <tr> <td style="text-align:left;font-weight: bold; padding-left: 2em;" indentlevel="2"> True </td> <td style="text-align:left;color: green !important;font-weight: bold;"> True Positive </td> <td style="text-align:left;color: red !important;font-weight: bold;"> False Positive </td> </tr> <tr> <td style="text-align:left;font-weight: bold; padding-left: 2em;" indentlevel="2"> False </td> <td style="text-align:left;color: red !important;font-weight: bold;"> False Negative </td> <td style="text-align:left;color: green !important;font-weight: bold;"> True Negative </td> </tr> </tbody> </table> * True positive: Are positive class and predicted to be positive class * False positive: Are negative class but predicted to be positive class * False negative: Are positive class but predicted to be negative class * True negative: Are negative class and predicted to be negative class --- ## Sensitivity and Specificity .center[ <img src="data:image/svg+xml;base64,<?xml version='1.0' encoding='UTF-8' ?>
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" width="75%" /> ] .columns-2[ .pull-right[ * Accuracy `\(= \frac{(TP + TN)}{(TP + FP + FN + TN)}\)` * Sensitivity `\(= \frac{TP}{(TP + FN)} = \frac{TP}{P}\)` * Specificity `\(= \frac{TN}{(TN + FP)} = \frac{TN}{N}\)` ] .pull-right[ * Precision `\(= \frac{TP}{(TP + FP)}\)` * Recall `\(= \frac{TP}{(TP + FN)} = \frac{TP}{P}\)` * `\(F_1 = \frac{2 \text{ Precision }\times \text{ Recall}}{\text{ Precision }+ \text{ Recall}}\)` (Harmonic mean) * GM `\(= \sqrt{ \text{ Precision }\times \text{ Recall}}\)` (Geometric mean) ] ] --- ## Receiver Operating Characteristics (ROC) curve <img src="data:image/svg+xml;base64,<?xml version='1.0' encoding='UTF-8' ?>
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" width="60%" /> ] * Each panel shows 100 simulated returns. From left to right, top to bottom, the estimates for `\(\alpha\)` are 0.659, 0.683, 0.726, 0.68. --- ## Parameter estimates * Consider the mean of all the parameter estimates `\begin{align*} \overline{\widehat{\alpha}} = \frac{1}{1,000} \sum_{k = 1}^{1000} \widehat{\alpha_k} = 0.6662595 \end{align*}` - This is close to the true value of 0.6666667 * Estimate of the standard error using the standard deviation of all the estimates. `\begin{align*} \sqrt{\frac{1}{1000 - 1} \sum_{k = 1}^{1000} \left( \widehat{\alpha_k} - \overline{\widehat{\alpha}}\right)^2} = 0.0760217 \end{align*}` * This gives an intuitive description of the reliability of the estimator. - For a random sample the estimate would vary around the true value by 0.0760217 --- ## Application in reality * Cannot apply this directly in reality - cannot generate new observations from the population model. * Bootstrap attempts to mimic this process * Instead of sampling new independent observations from the population - Re-sample observations from the data _with replacement_ * Some observations appear more than once and some not at all --- ## Results bootstrap vs population <img src="data:image/svg+xml;base64,<?xml version='1.0' encoding='UTF-8' ?>
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" width="70%" /> --- ## References James, G, D. Witten, T. Hastie, et al. (2013). _An introduction to statistical learning_. Vol. 112. Springer.